{
    "AdadeltaOptimizer": 8,
    "Adagrad": 1,
    "AdagradDAOptimizer": 1,
    "AdagradOptimizer": 28,
    "Adam": 65,
    "AdamOptimizer": 401,
    "Assert": 23,
    "AttrValue": 28,
    "Audio": 7,
    "AutoTrackable": 1,
    "Bernoulli": 36,
    "Beta": 1,
    "BinaryClassHead": 2,
    "BytesList": 23,
    "Callable": 3,
    "Categorical": 23,
    "Checkpoint": 19,
    "CheckpointInputPipelineHook": 1,
    "CheckpointManager": 10,
    "CheckpointSaverHook": 4,
    "CheckpointSaverListener": 1,
    "ChiefSessionCreator": 6,
    "ClassificationOutput": 1,
    "CleanUp": 1,
    "Client": 6,
    "ClusterSpec": 17,
    "ConfigProto": 262,
    "Coordinator": 94,
    "Copy": 13,
    "Counter": 61,
    "CrossShardOptimizer": 9,
    "DNNClassifier": 7,
    "DNNLinearCombinedClassifier": 1,
    "DNNLinearCombinedRegressor": 1,
    "DNNRegressor": 3,
    "DType": 35,
    "Dataset": 66,
    "DeadlineExceededError": 2,
    "DeleteRecursively": 36,
    "DeviceSpec": 1,
    "Dimension": 159,
    "Dirichlet": 8,
    "DirichletMultinomial": 1,
    "Distribution": 1,
    "Estimator": 60,
    "EstimatorSpec": 34,
    "EvalSpec": 7,
    "Event": 29,
    "Example": 62,
    "Exists": 213,
    "Exponential": 15,
    "ExponentialMovingAverage": 52,
    "Exporter": 1,
    "FIFOQueue": 54,
    "FastGFile": 52,
    "Feature": 93,
    "FeatureConfig": 1,
    "FeatureList": 8,
    "FeatureLists": 3,
    "Features": 46,
    "FileIO": 9,
    "FileWriter": 158,
    "FinalExporter": 1,
    "FixedLenFeature": 256,
    "FixedLenSequenceFeature": 36,
    "FixedLengthRecordDataset": 1,
    "FixedLengthRecordReader": 3,
    "FloatList": 14,
    "FromString": 14,
    "FtrlOptimizer": 4,
    "Function": 2,
    "GFile": 225,
    "GPUOptions": 35,
    "Gamma": 7,
    "Generator": 20,
    "Glob": 83,
    "GlobalStepWaiterHook": 1,
    "GradientDescentOptimizer": 174,
    "GradientTape": 81,
    "Graph": 674,
    "GraphDef": 60,
    "GraphOptions": 9,
    "Head": 2,
    "HierarchicalCopyAllReduce": 1,
    "HistogramProto": 4,
    "IdentityReader": 8,
    "Image": 26,
    "IndexedSlices": 37,
    "Int64List": 32,
    "InteractiveSession": 85,
    "Interpreter": 2,
    "IsDirectory": 19,
    "KeyValueTensorInitializer": 7,
    "LatestExporter": 6,
    "Layout": 1,
    "LinearClassifier": 6,
    "LinearOperatorBlockDiag": 3,
    "LinearOperatorDiag": 2,
    "LinearOperatorFullMatrix": 5,
    "LinearOperatorLowerTriangular": 2,
    "LinearOperatorScaledIdentity": 1,
    "LinearRegressor": 5,
    "ListDirectory": 10,
    "LoggingTensorHook": 8,
    "Loop": 3,
    "LooperThread": 2,
    "MakeDirs": 81,
    "Mesh": 9,
    "MetaGraphDef": 5,
    "MirroredStrategy": 14,
    "MkDir": 5,
    "Module": 17,
    "MomentumOptimizer": 37,
    "MonitoredSession": 25,
    "MonitoredTrainingSession": 11,
    "MultiHead": 2,
    "MultiWorkerMirroredStrategy": 3,
    "Multinomial": 7,
    "NanTensorHook": 3,
    "NewCheckpointReader": 13,
    "NoGradient": 21,
    "NodeDef": 13,
    "Normal": 157,
    "NotDifferentiable": 1,
    "OneDeviceStrategy": 4,
    "Open": 108,
    "Optimizer": 1,
    "OptimizerOptions": 5,
    "Optional": 10,
    "OptionalParameter": 2,
    "Options": 10,
    "PaddingFIFOQueue": 157,
    "PredictOutput": 8,
    "PrepareSession": 1,
    "Print": 24,
    "PriorityQueue": 1,
    "Profile": 2,
    "ProximalGradientDescentOptimizer": 1,
    "QueueRunner": 21,
    "RMSPropOptimizer": 55,
    "RaggedFeature": 1,
    "RandomShuffleQueue": 5,
    "RegisterGradient": 53,
    "RegisterKL": 6,
    "RegressionHead": 7,
    "RegressionOutput": 4,
    "Remove": 11,
    "Rename": 1,
    "RowLengths": 1,
    "RunConfig": 58,
    "RunMetadata": 13,
    "RunOptions": 9,
    "SGD": 32,
    "SaveOptions": 1,
    "SaveSliceInfo": 3,
    "SavedModelBuilder": 10,
    "Saver": 468,
    "SaverDef": 7,
    "Scaffold": 17,
    "SequenceExample": 4,
    "Server": 19,
    "ServerDef": 1,
    "ServingInputReceiver": 20,
    "Session": 1147,
    "SessionLog": 4,
    "SessionManager": 2,
    "SessionRunArgs": 9,
    "Set": 2,
    "SingularMonitoredSession": 2,
    "SparseFeature": 5,
    "SparseTensor": 106,
    "SparseTensorValue": 12,
    "Stat": 1,
    "StaticHashTable": 5,
    "StaticVocabularyTable": 1,
    "StepCounterHook": 1,
    "Stop": 1,
    "StopAtStepHook": 7,
    "Structure": 8,
    "StubOutForTesting": 1,
    "StudentT": 9,
    "Summary": 64,
    "SummarySaverHook": 2,
    "SummaryWriter": 54,
    "Supervisor": 32,
    "SyncReplicasOptimizer": 2,
    "TFRecordDataset": 45,
    "TFRecordOptions": 5,
    "TFRecordReader": 30,
    "TFRecordWriter": 45,
    "TPUClusterResolver": 23,
    "TPUStrategy": 7,
    "TableConfig": 1,
    "Tensor": 22,
    "TensorArray": 39,
    "TensorInfo": 8,
    "TensorShape": 321,
    "TensorSpec": 209,
    "TestCase": 3,
    "TextFileInitializer": 1,
    "TextLineDataset": 16,
    "TextLineReader": 14,
    "TrainSpec": 7,
    "TypeVar": 5,
    "Uniform": 14,
    "UniformRowLength": 1,
    "Value": 72,
    "VarLenFeature": 58,
    "Variable": 1875,
    "VariableScope": 7,
    "VirtualDeviceConfiguration": 1,
    "Walk": 3,
    "WholeFileReader": 17,
    "abs": 467,
    "absolute": 7,
    "absolute_difference": 1,
    "accumulate_n": 3,
    "accuracy": 61,
    "acos": 3,
    "add": 1076,
    "addCleanup": 7,
    "add_check_numerics_ops": 7,
    "add_event": 7,
    "add_graph": 21,
    "add_input": 2,
    "add_loss": 23,
    "add_meta_graph_and_variables": 10,
    "add_metric": 1,
    "add_metrics": 1,
    "add_n": 101,
    "add_output": 37,
    "add_queue_runner": 10,
    "add_resource": 1,
    "add_run_metadata": 5,
    "add_session_log": 3,
    "add_summary": 261,
    "add_to_collection": 185,
    "add_to_collections": 17,
    "add_update": 4,
    "add_variable": 8,
    "add_weight": 53,
    "adjoint": 3,
    "adjust_brightness": 1,
    "adjust_contrast": 1,
    "adjust_hue": 2,
    "adjust_saturation": 2,
    "advise": 1,
    "all": 245,
    "all_reduce": 2,
    "all_variables": 43,
    "allclose": 131,
    "allocate_tensors": 2,
    "amax": 34,
    "amin": 21,
    "analyze": 3,
    "angle": 5,
    "any": 103,
    "append": 4906,
    "apply": 141,
    "apply_gradients": 225,
    "arange": 458,
    "arccos": 2,
    "arcsin": 3,
    "arctan": 2,
    "arctan2": 2,
    "arctanh": 5,
    "arg_max": 8,
    "argmax": 811,
    "argmin": 24,
    "argsort": 97,
    "around": 13,
    "array": 2559,
    "array_equal": 58,
    "as_bytes": 39,
    "as_cluster_def": 7,
    "as_default": 814,
    "as_dict": 10,
    "as_dtype": 202,
    "as_graph_def": 62,
    "as_graph_element": 4,
    "as_list": 777,
    "as_numpy_iterator": 6,
    "as_proto": 4,
    "as_saver_def": 5,
    "as_str": 14,
    "as_str_any": 2,
    "as_string": 3,
    "as_text": 28,
    "asanyarray": 1,
    "asarray": 403,
    "ascontiguousarray": 5,
    "assertAllClose": 1270,
    "assertAllCloseAccordingToType": 36,
    "assertAllEqual": 1273,
    "assertAllGreater": 2,
    "assertAllGreaterEqual": 9,
    "assertAllInRange": 5,
    "assertAllInSet": 1,
    "assertAllLess": 3,
    "assertAllLessEqual": 5,
    "assertAlmostEqual": 211,
    "assertAlmostEquals": 2,
    "assertArrayNear": 2,
    "assertContainsSubset": 5,
    "assertCountEqual": 37,
    "assertDTypeEqual": 4,
    "assertDeviceEqual": 20,
    "assertDictContainsSubset": 5,
    "assertDictEqual": 48,
    "assertEmpty": 11,
    "assertEqual": 3030,
    "assertEquals": 310,
    "assertFalse": 136,
    "assertGreater": 86,
    "assertGreaterEqual": 26,
    "assertIn": 174,
    "assertIs": 156,
    "assertIsInstance": 107,
    "assertIsNone": 20,
    "assertIsNot": 19,
    "assertIsNotNone": 34,
    "assertItemsEqual": 19,
    "assertLen": 132,
    "assertLess": 122,
    "assertLessEqual": 23,
    "assertListEqual": 76,
    "assertLogs": 5,
    "assertMultiLineEqual": 4,
    "assertNear": 49,
    "assertNotAllClose": 10,
    "assertNotAllEqual": 1,
    "assertNotEmpty": 9,
    "assertNotEqual": 42,
    "assertNotIn": 21,
    "assertNotIsInstance": 1,
    "assertProtoEquals": 108,
    "assertRaises": 384,
    "assertRaisesOpError": 132,
    "assertRaisesRegex": 99,
    "assertRaisesRegexp": 273,
    "assertRaisesWithLiteralMatch": 2,
    "assertRaisesWithPredicateMatch": 22,
    "assertRegex": 1,
    "assertRegexpMatches": 17,
    "assertSameElements": 6,
    "assertSequenceEqual": 6,
    "assertSetEqual": 10,
    "assertShapeEqual": 67,
    "assertStartsWith": 10,
    "assertTrue": 577,
    "assertTupleEqual": 28,
    "assert_all_finite": 1,
    "assert_cardinality": 1,
    "assert_equal": 69,
    "assert_greater": 7,
    "assert_greater_equal": 13,
    "assert_has_rank": 41,
    "assert_integer": 1,
    "assert_is_compatible_with": 42,
    "assert_is_fully_defined": 6,
    "assert_less": 13,
    "assert_less_equal": 14,
    "assert_near": 6,
    "assert_non_negative": 14,
    "assert_none_equal": 1,
    "assert_positive": 11,
    "assert_rank": 9,
    "assert_rank_at_least": 10,
    "assert_same_float_dtype": 11,
    "assert_same_rank": 1,
    "assert_same_structure": 26,
    "assert_scalar": 6,
    "assert_type": 11,
    "assert_variables_initialized": 3,
    "assign": 419,
    "assign_add": 127,
    "assign_moving_average": 9,
    "assign_sub": 20,
    "atan": 11,
    "atan2": 6,
    "atanh": 4,
    "atleast_1d": 7,
    "atleast_2d": 14,
    "atleast_3d": 1,
    "atrous_conv2d": 9,
    "auc": 3,
    "audio": 4,
    "average": 84,
    "average_name": 5,
    "average_precision_at_k": 1,
    "avg_pool": 63,
    "avg_pool2d": 10,
    "avg_pool3d": 7,
    "band_part": 3,
    "batch": 212,
    "batch_gather": 6,
    "batch_jacobian": 1,
    "batch_join": 13,
    "batch_norm_with_global_normalization": 4,
    "batch_normalization": 66,
    "batch_shape_tensor": 32,
    "batch_to_space": 3,
    "begin": 4,
    "bfloat16_scope": 1,
    "bias_add": 193,
    "bidirectional_dynamic_rnn": 26,
    "bincount": 8,
    "binomial": 21,
    "bitcast": 6,
    "bitwise_and": 2,
    "bitwise_not": 1,
    "bitwise_or": 3,
    "boolean_mask": 198,
    "broadcast": 4,
    "broadcast_dynamic_shape": 7,
    "broadcast_static_shape": 7,
    "broadcast_to": 45,
    "bucket_by_sequence_length": 2,
    "bucketized_column": 4,
    "build": 123,
    "build_parsing_serving_input_receiver_fn": 3,
    "build_raw_serving_input_receiver_fn": 1,
    "build_signature_def": 9,
    "build_tensor_info": 23,
    "cache": 23,
    "cached_session": 149,
    "call": 74,
    "capture": 4,
    "captureWritesToStream": 8,
    "case": 5,
    "cast": 1622,
    "categorical": 8,
    "categorical_column_with_hash_bucket": 4,
    "categorical_column_with_identity": 3,
    "categorical_column_with_vocabulary_file": 1,
    "categorical_column_with_vocabulary_list": 12,
    "cdf": 26,
    "ceil": 153,
    "central_crop": 4,
    "check_numerics": 22,
    "checkedThread": 68,
    "checkpoint_exists": 12,
    "checkpoints_iterator": 10,
    "cholesky": 7,
    "clear": 30,
    "clip": 79,
    "clip_by_average_norm": 2,
    "clip_by_global_norm": 68,
    "clip_by_norm": 20,
    "clip_by_value": 146,
    "close": 595,
    "cluster_spec": 5,
    "colocate_with": 21,
    "combine": 10,
    "compile": 193,
    "complex": 11,
    "complex128": 2,
    "compress": 2,
    "compute_average_loss": 2,
    "compute_gradient": 35,
    "compute_gradient_error": 63,
    "compute_gradients": 115,
    "compute_output_shape": 5,
    "compute_weighted_loss": 2,
    "concat": 1304,
    "concatenate": 511,
    "cond": 181,
    "configure": 4,
    "confusion_matrix": 16,
    "conj": 13,
    "conjugate": 7,
    "conjugate_gradient": 2,
    "connect": 5,
    "constant": 3231,
    "constant_initializer": 275,
    "constant_value": 32,
    "consumers": 1,
    "container": 3,
    "contains_saved_model": 3,
    "control_dependencies": 321,
    "conv1d": 32,
    "conv1d_transpose": 1,
    "conv2d": 914,
    "conv2d_backprop_filter": 2,
    "conv2d_backprop_input": 1,
    "conv2d_transpose": 68,
    "conv3d": 28,
    "conv_transpose": 2,
    "convert": 49,
    "convert_image_dtype": 29,
    "convert_to_tensor": 819,
    "convert_to_tensor_or_indexed_slices": 5,
    "convert_variables_to_constants": 14,
    "convolution": 17,
    "copy": 318,
    "core": 11,
    "cos": 57,
    "cosh": 4,
    "cosine_decay": 1,
    "cosine_distance": 2,
    "count_nonzero": 50,
    "count_params": 6,
    "count_up_to": 23,
    "covariance": 2,
    "cpu": 13,
    "create": 34,
    "create_dir": 2,
    "create_estimator_spec": 2,
    "create_file_writer": 28,
    "create_global_step": 10,
    "create_noop_writer": 1,
    "create_op": 9,
    "create_session": 2,
    "create_tempdir": 5,
    "create_tempfile": 5,
    "create_threads": 20,
    "create_variable": 15,
    "crop_and_resize": 17,
    "crop_to_bounding_box": 23,
    "cross": 5,
    "cross_entropy": 11,
    "cross_replica_sum": 2,
    "crossed_column": 3,
    "ctc_beam_search_decoder": 4,
    "ctc_beam_search_decoder_v2": 1,
    "ctc_greedy_decoder": 8,
    "ctc_loss": 8,
    "cumprod": 2,
    "cumsum": 63,
    "dct": 3,
    "debug": 170,
    "decode": 189,
    "decode_and_crop_jpeg": 4,
    "decode_base64": 5,
    "decode_csv": 18,
    "decode_image": 7,
    "decode_jpeg": 46,
    "decode_png": 24,
    "decode_raw": 56,
    "default_local_init_op": 1,
    "deg2rad": 7,
    "delete": 24,
    "delete_file": 2,
    "delete_recursively": 1,
    "dense_to_ragged_batch": 1,
    "depth_to_space": 10,
    "depthwise_conv2d": 8,
    "depthwise_conv2d_native": 2,
    "depthwise_conv2d_native_backprop_filter": 1,
    "depthwise_conv2d_native_backprop_input": 1,
    "dequantize": 2,
    "dequeue": 102,
    "dequeue_many": 58,
    "deserialize": 12,
    "deserialize_many_sparse": 1,
    "det": 2,
    "device": 365,
    "diag": 30,
    "diag_part": 17,
    "diagflat": 2,
    "diagonal": 7,
    "diff": 4,
    "difference": 4,
    "digamma": 10,
    "dimension_value": 21,
    "disable": 2,
    "disable_control_flow_v2": 1,
    "disable_eager_execution": 14,
    "disable_tensor_equality": 1,
    "disable_v2_behavior": 22,
    "disable_v2_tensorshape": 1,
    "distribute": 1,
    "div": 55,
    "div_no_nan": 1,
    "divide": 33,
    "divide_no_nan": 6,
    "divmod": 3,
    "do_not_generate_docs": 1,
    "done": 1,
    "dot": 277,
    "draw_bounding_boxes": 5,
    "dropout": 459,
    "dsplit": 1,
    "dstack": 11,
    "dynamic_partition": 14,
    "dynamic_rnn": 57,
    "dynamic_stitch": 24,
    "eager_mode": 21,
    "edit_distance": 7,
    "eig": 7,
    "eigh": 7,
    "einsum": 74,
    "elu": 23,
    "embedding_column": 11,
    "embedding_lookup": 224,
    "embedding_lookup_sparse": 4,
    "empty": 122,
    "empty_like": 3,
    "enable": 2,
    "enable_dump_debug_info": 1,
    "enable_eager_execution": 19,
    "enable_resource_variables": 5,
    "enable_v2_behavior": 19,
    "enable_v2_tensorshape": 2,
    "enabled": 3,
    "encode": 137,
    "encode_base64": 1,
    "encode_jpeg": 6,
    "encode_png": 11,
    "end": 3,
    "enqueue": 75,
    "enqueue_many": 115,
    "ensure_shape": 18,
    "enter_context": 16,
    "entropy": 40,
    "enumerate": 969,
    "eq": 1,
    "equal": 551,
    "erase": 1,
    "erf": 1,
    "error": 124,
    "eval": 1563,
    "evaluate": 1140,
    "event_shape_tensor": 20,
    "execute": 8,
    "executing_eagerly": 104,
    "executing_eagerly_outside_functions": 4,
    "exists": 648,
    "exp": 560,
    "exp2": 1,
    "expand_dims": 1175,
    "experimental_connect_to_cluster": 7,
    "experimental_distribute_dataset": 13,
    "experimental_distribute_datasets_from_function": 6,
    "experimental_export_all_saved_models": 1,
    "experimental_functions_run_eagerly": 4,
    "experimental_local_results": 1,
    "experimental_ref": 5,
    "experimental_run_functions_eagerly": 5,
    "expm1": 14,
    "exponential_decay": 60,
    "export": 10,
    "export_meta_graph": 20,
    "export_saved_model": 12,
    "export_savedmodel": 3,
    "extract_glimpse": 12,
    "extract_image_patches": 1,
    "extract_jpeg_shape": 6,
    "extract_sub_graph": 3,
    "eye": 62,
    "fabs": 16,
    "fail": 20,
    "false_negatives": 1,
    "false_positives": 1,
    "fatal": 61,
    "fetch": 3,
    "fftshift": 3,
    "file_exists": 8,
    "fill": 115,
    "filter": 84,
    "finalize": 20,
    "finfo": 28,
    "fix": 4,
    "fixed_size_partitioner": 13,
    "fixed_unigram_candidate_sampler": 1,
    "flat_map": 10,
    "flatten": 400,
    "flatten_up_to": 1,
    "flip": 4,
    "flip_left_right": 18,
    "flip_up_down": 5,
    "fliplr": 9,
    "flipud": 6,
    "float32": 84,
    "float64": 37,
    "floor": 95,
    "floor_divide": 1,
    "floordiv": 6,
    "floormod": 4,
    "flush": 163,
    "foldl": 6,
    "foldr": 3,
    "format": 3286,
    "frame": 8,
    "from_config": 16,
    "from_generator": 8,
    "from_keras_model": 6,
    "from_list": 11,
    "from_nested_row_splits": 7,
    "from_proto": 8,
    "from_row_splits": 4,
    "from_saved_model": 2,
    "from_sparse": 1,
    "from_spec": 7,
    "from_string": 15,
    "from_string_handle": 2,
    "from_structure": 1,
    "from_tensor": 9,
    "from_tensor_slices": 83,
    "from_tensors": 13,
    "full": 65,
    "full_like": 2,
    "function": 148,
    "functions_run_eagerly": 3,
    "gamma": 4,
    "gather": 307,
    "gather_nd": 76,
    "gelu": 1,
    "generate": 31,
    "generate_checkpoint_state_proto": 6,
    "get": 891,
    "get_all_collection_keys": 2,
    "get_attr": 95,
    "get_cell": 4,
    "get_checkpoint_state": 98,
    "get_chief_queue_runner": 2,
    "get_collection": 344,
    "get_collection_ref": 8,
    "get_concrete_function": 21,
    "get_config": 102,
    "get_data_files_path": 3,
    "get_default_graph": 145,
    "get_default_session": 37,
    "get_global_step": 43,
    "get_init_tokens_op": 2,
    "get_initial_state": 12,
    "get_input_details": 2,
    "get_input_shape_at": 1,
    "get_job_name": 4,
    "get_logger": 8,
    "get_losses": 6,
    "get_master": 11,
    "get_matching_files": 7,
    "get_name": 13,
    "get_name_scope": 6,
    "get_next": 97,
    "get_operation_by_name": 35,
    "get_operations": 7,
    "get_or_create_global_step": 56,
    "get_output_at": 2,
    "get_output_classes": 1,
    "get_output_details": 2,
    "get_output_shapes": 2,
    "get_output_types": 2,
    "get_path_to_datafile": 4,
    "get_per_replica_batch_size": 6,
    "get_regularization_loss": 9,
    "get_regularization_losses": 7,
    "get_replica_context": 3,
    "get_resource": 1,
    "get_seed": 1,
    "get_shape": 1750,
    "get_single_element": 1,
    "get_slot": 43,
    "get_slot_names": 3,
    "get_static_value": 39,
    "get_step": 1,
    "get_structure": 4,
    "get_temp_dir": 90,
    "get_tensor": 25,
    "get_tensor_by_name": 173,
    "get_tensor_from_tensor_info": 7,
    "get_total_loss": 16,
    "get_traverse_shallow_structure": 1,
    "get_updates_for": 2,
    "get_value": 14,
    "get_variable": 978,
    "get_variable_names": 1,
    "get_variable_scope": 134,
    "get_variable_value": 5,
    "get_visible_devices": 2,
    "get_weights": 65,
    "getitem": 2,
    "glob": 113,
    "global_norm": 13,
    "global_step": 17,
    "global_variables": 120,
    "global_variables_initializer": 669,
    "glorot_normal": 1,
    "glorot_normal_initializer": 9,
    "glorot_uniform": 7,
    "glorot_uniform_initializer": 13,
    "gpu": 1,
    "grad": 6,
    "gradient": 89,
    "gradient_override_map": 5,
    "gradients": 190,
    "grayscale_to_rgb": 7,
    "greater": 112,
    "greater_equal": 53,
    "group": 204,
    "group_by_window": 4,
    "guarantee_const": 1,
    "hamming_window": 1,
    "handle": 2,
    "hann_window": 2,
    "he_normal": 30,
    "hessians": 1,
    "hinge_loss": 1,
    "histogram": 172,
    "histogram_fixed_width": 1,
    "histogram_fixed_width_bins": 2,
    "hsplit": 7,
    "hstack": 50,
    "hsv_to_rgb": 4,
    "huber_loss": 1,
    "id": 8,
    "idct": 2,
    "identity": 276,
    "igammac": 1,
    "iinfo": 17,
    "imag": 16,
    "image": 78,
    "import_graph_def": 81,
    "import_meta_graph": 44,
    "in_top_k": 32,
    "indicator_column": 11,
    "info": 1737,
    "init": 90,
    "init_from_checkpoint": 22,
    "init_scope": 6,
    "initialize": 63,
    "initialize_all_variables": 338,
    "initialize_local_variables": 8,
    "initialize_system": 3,
    "initialize_tpu_system": 7,
    "initialize_variables": 6,
    "initialized_value": 9,
    "inner": 3,
    "input_layer": 10,
    "input_producer": 3,
    "insert": 50,
    "int16": 1,
    "int32": 28,
    "int64": 7,
    "int8": 1,
    "interleave": 11,
    "intersection": 9,
    "inv": 24,
    "inverse": 43,
    "inverse_stft": 1,
    "inverse_stft_window_fn": 1,
    "invert": 6,
    "invert_permutation": 3,
    "invoke": 7,
    "irfft": 3,
    "is_alive": 6,
    "is_built_with_cuda": 8,
    "is_compatible_with": 52,
    "is_directory": 2,
    "is_fetchable": 3,
    "is_finite": 7,
    "is_fully_defined": 41,
    "is_gpu_available": 5,
    "is_inf": 4,
    "is_initialized": 2,
    "is_jpeg": 1,
    "is_nan": 21,
    "is_nested": 4,
    "is_numeric_tensor": 1,
    "is_scalar_batch": 6,
    "is_scalar_event": 3,
    "is_tensor": 15,
    "is_variable_initialized": 5,
    "isclose": 69,
    "iscomplexobj": 1,
    "isdir": 100,
    "isfinite": 20,
    "isinf": 8,
    "isnan": 76,
    "isneginf": 1,
    "isposinf": 1,
    "isreal": 1,
    "isscalar": 15,
    "issubdtype": 11,
    "jit_scope": 2,
    "jobs": 11,
    "join": 3137,
    "kl_divergence": 19,
    "kron": 1,
    "l2_loss": 155,
    "l2_normalize": 83,
    "latest_checkpoint": 102,
    "lbeta": 7,
    "leaky_relu": 8,
    "left_shift": 2,
    "length": 11,
    "less": 102,
    "less_equal": 28,
    "lgamma": 15,
    "limit_epochs": 5,
    "lin_space": 1,
    "linear_to_mel_weight_matrix": 1,
    "linspace": 159,
    "list_directory": 1,
    "list_files": 13,
    "list_logical_devices": 10,
    "list_physical_devices": 6,
    "list_variables": 10,
    "listdir": 140,
    "load": 571,
    "load_checkpoint": 15,
    "load_op_library": 8,
    "load_v2": 1,
    "load_variable": 4,
    "local_devices": 2,
    "local_response_normalization": 11,
    "local_variables": 13,
    "local_variables_initializer": 47,
    "log": 861,
    "log10": 10,
    "log1p": 25,
    "log2": 17,
    "log_cdf": 6,
    "log_every_n": 3,
    "log_first_n": 1,
    "log_loss": 33,
    "log_prob": 145,
    "log_sigmoid": 1,
    "log_softmax": 41,
    "log_survival_function": 3,
    "logaddexp": 1,
    "logical_and": 110,
    "logical_not": 73,
    "logical_or": 36,
    "logical_xor": 3,
    "logspace": 6,
    "lookup": 55,
    "loop": 4,
    "loss": 54,
    "lower": 141,
    "lrn": 21,
    "lstsq": 3,
    "lu": 1,
    "main": 656,
    "make_batched_features_dataset": 1,
    "make_csv_dataset": 1,
    "make_initializable_iterator": 23,
    "make_initializer": 19,
    "make_ndarray": 2,
    "make_one_shot_iterator": 57,
    "make_parse_example_spec": 9,
    "make_session_run_hook": 3,
    "make_template": 41,
    "make_tensor_proto": 75,
    "makedirs": 285,
    "managed_session": 9,
    "map": 452,
    "map_and_batch": 10,
    "map_flat_values": 1,
    "map_fn": 68,
    "map_structure": 155,
    "map_structure_up_to": 6,
    "mask": 1,
    "master": 1,
    "match_filenames_once": 5,
    "matmul": 1178,
    "matrix_band_part": 4,
    "matrix_determinant": 3,
    "matrix_diag": 4,
    "matrix_diag_part": 10,
    "matrix_inverse": 13,
    "matrix_set_diag": 6,
    "matrix_solve": 3,
    "matrix_transpose": 6,
    "matrix_triangular_solve": 5,
    "matvec": 6,
    "max": 621,
    "max_pool": 291,
    "max_pool2d": 70,
    "max_pool3d": 17,
    "max_pool_with_argmax": 5,
    "maximum": 303,
    "maybe_saved_model_directory": 1,
    "mean": 722,
    "mean_iou": 1,
    "mean_per_class_accuracy": 2,
    "mean_squared_error": 77,
    "merge": 89,
    "merge_all": 86,
    "merge_call": 2,
    "merge_dims": 1,
    "merge_from": 2,
    "merge_with": 90,
    "meshgrid": 42,
    "metrics": 3,
    "min": 401,
    "minimize": 495,
    "minimum": 215,
    "mkdir": 325,
    "mod": 103,
    "mode": 25,
    "model_variables": 2,
    "moments": 59,
    "most_specific_compatible_type": 4,
    "moveaxis": 2,
    "moving_average_variables": 11,
    "multinomial": 18,
    "multiply": 300,
    "multiply_no_nan": 4,
    "name_scope": 1220,
    "nansum": 1,
    "nce_loss": 15,
    "ndarray": 37,
    "ndim": 33,
    "ndtri": 4,
    "ne": 1,
    "negative": 7,
    "next": 208,
    "ngrams": 8,
    "no_op": 49,
    "non_max_suppression": 8,
    "nonzero": 17,
    "norm": 127,
    "normal": 241,
    "normalize": 28,
    "normalize_moments": 3,
    "not_equal": 64,
    "nrows": 1,
    "num_elements": 37,
    "num_records_produced": 6,
    "num_shards": 6,
    "num_work_units_completed": 4,
    "numeric_column": 53,
    "numpy": 270,
    "numpy_function": 8,
    "one_hot": 201,
    "ones": 724,
    "ones_initializer": 23,
    "ones_like": 240,
    "op_scope": 71,
    "order_by": 1,
    "orthogonal": 6,
    "orthogonal_initializer": 5,
    "overlap_and_add": 2,
    "pack": 108,
    "pack_sequence_as": 24,
    "pad": 206,
    "pad_to_bounding_box": 2,
    "padded_batch": 9,
    "parallel_interleave": 6,
    "param_shapes": 2,
    "param_static_shapes": 1,
    "parse_example": 16,
    "parse_sequence_example": 1,
    "parse_single_example": 52,
    "parse_single_sequence_example": 11,
    "parse_tensor": 2,
    "partial_run": 13,
    "partial_run_setup": 8,
    "per_image_standardization": 12,
    "piecewise_constant": 9,
    "piecewise_constant_decay": 2,
    "pinv": 2,
    "placeholder": 2567,
    "placeholder_with_default": 58,
    "poisson": 2,
    "polynomial_decay": 3,
    "polyval": 1,
    "pool": 28,
    "positive": 3,
    "pow": 126,
    "power": 28,
    "precision": 11,
    "precision_at_k": 1,
    "predict": 408,
    "predict_signature_def": 3,
    "predictions": 23,
    "prefetch": 68,
    "prefetch_to_device": 3,
    "prepare_or_wait_for_session": 19,
    "prepare_session": 1,
    "print": 6807,
    "prob": 41,
    "prod": 191,
    "py_func": 71,
    "py_function": 15,
    "qr": 4,
    "quantile": 36,
    "quantize": 1,
    "rad2deg": 6,
    "rand": 408,
    "randint": 441,
    "randn": 295,
    "random": 111,
    "random_brightness": 25,
    "random_contrast": 21,
    "random_crop": 32,
    "random_flip_left_right": 33,
    "random_flip_up_down": 4,
    "random_gamma": 4,
    "random_hue": 12,
    "random_normal": 464,
    "random_normal_initializer": 99,
    "random_poisson": 2,
    "random_saturation": 16,
    "random_shuffle": 8,
    "random_uniform": 324,
    "random_uniform_initializer": 73,
    "range": 4152,
    "range_dimension_tensor": 1,
    "range_input_producer": 5,
    "rank": 123,
    "ravel": 124,
    "raw_rnn": 2,
    "raw_session": 1,
    "read": 364,
    "read_file": 23,
    "read_file_to_string": 10,
    "read_up_to": 6,
    "read_value": 14,
    "readline": 23,
    "readlines": 49,
    "real": 20,
    "recall": 16,
    "reciprocal": 4,
    "recompute_grad": 1,
    "record_gradient": 3,
    "record_if": 6,
    "recursive_create_dir": 3,
    "reduce": 56,
    "reduce_all": 40,
    "reduce_any": 30,
    "reduce_join": 8,
    "reduce_logsumexp": 12,
    "reduce_max": 177,
    "reduce_mean": 1295,
    "reduce_min": 79,
    "reduce_prod": 31,
    "reduce_std": 10,
    "reduce_sum": 1259,
    "reduce_variance": 3,
    "regex_full_match": 1,
    "regex_replace": 19,
    "register": 46,
    "register_dataset": 1,
    "register_tensor_conversion_function": 1,
    "register_thread": 2,
    "relu": 850,
    "relu6": 2,
    "relu_layer": 22,
    "remove": 102,
    "rename": 15,
    "reopen": 1,
    "reorder": 5,
    "repeat": 156,
    "replace": 253,
    "replica_device_setter": 23,
    "replicate": 3,
    "report_benchmark": 8,
    "report_uninitialized_variables": 4,
    "request_stop": 92,
    "reset": 128,
    "reset_default_graph": 118,
    "reshape": 3073,
    "resize": 150,
    "resize_bicubic": 6,
    "resize_bilinear": 33,
    "resize_image_with_crop_or_pad": 23,
    "resize_images": 63,
    "resize_nearest_neighbor": 16,
    "resize_with_crop_or_pad": 1,
    "restore": 390,
    "restore_state": 17,
    "result_type": 9,
    "reuse_variables": 75,
    "reverse": 60,
    "reverse_sequence": 5,
    "reverse_v2": 3,
    "rfft": 6,
    "rgb_to_grayscale": 9,
    "rgb_to_hsv": 4,
    "rgb_to_yuv": 1,
    "right_shift": 1,
    "rint": 5,
    "rmtree": 94,
    "roll": 12,
    "root_mean_squared_error": 2,
    "rot90": 7,
    "round": 231,
    "rsqrt": 26,
    "run": 4994,
    "run_functions_eagerly": 4,
    "run_loop": 2,
    "sample": 298,
    "sample_distorted_bounding_box": 5,
    "sample_from_datasets": 2,
    "sampled_softmax_loss": 18,
    "saturate_cast": 6,
    "save": 560,
    "scalar": 694,
    "scalar_mul": 5,
    "scan": 30,
    "scatter": 194,
    "scatter_add": 9,
    "scatter_nd": 22,
    "scatter_sub": 1,
    "scatter_update": 6,
    "schedule": 3,
    "scope": 15,
    "sdca_shrink_l1": 1,
    "searchsorted": 11,
    "seed": 370,
    "seek": 5,
    "segment_sum": 7,
    "select": 45,
    "selu": 1,
    "separable_conv2d": 6,
    "sequence_mask": 23,
    "serialize": 26,
    "serialize_many_sparse": 1,
    "serialize_state": 2,
    "serialize_tensor": 1,
    "session": 40,
    "setUp": 117,
    "setUpClass": 6,
    "set_as_default": 4,
    "set_caching_device": 7,
    "set_diag": 2,
    "set_experimental_options": 2,
    "set_initializer": 5,
    "set_intersection": 2,
    "set_jit": 1,
    "set_last_checkpoints": 1,
    "set_log_device_placement": 1,
    "set_memory_growth": 2,
    "set_partitioner": 5,
    "set_random_seed": 132,
    "set_regularizer": 2,
    "set_seed": 38,
    "set_shape": 309,
    "set_step": 1,
    "set_tensor": 3,
    "set_verbosity": 118,
    "set_virtual_device_configuration": 1,
    "set_visible_devices": 5,
    "set_weights": 41,
    "setdiff1d": 9,
    "shape": 1217,
    "shape_n": 1,
    "shape_tensor": 2,
    "shard": 28,
    "should_stop": 57,
    "shuffle": 267,
    "shuffle_and_repeat": 5,
    "shuffle_batch": 37,
    "shuffle_batch_join": 7,
    "shutdown_system": 3,
    "sigmoid": 322,
    "sigmoid_cross_entropy": 3,
    "sigmoid_cross_entropy_with_logits": 97,
    "sign": 60,
    "simple_save": 1,
    "sin": 81,
    "sinc": 1,
    "sinh": 4,
    "size": 266,
    "skip": 31,
    "skipTest": 41,
    "slice": 187,
    "slice_input_producer": 9,
    "slogdet": 2,
    "smart_cond": 4,
    "snapshot": 1,
    "softmax": 402,
    "softmax_cross_entropy": 23,
    "softmax_cross_entropy_with_logits": 164,
    "softmax_cross_entropy_with_logits_v2": 9,
    "softplus": 64,
    "softsign": 2,
    "solve": 34,
    "solvevec": 7,
    "sort": 82,
    "space_to_batch": 1,
    "space_to_depth": 1,
    "sparse_dense_matmul": 1,
    "sparse_fill_empty_rows": 3,
    "sparse_mask": 2,
    "sparse_matmul": 1,
    "sparse_merge": 3,
    "sparse_placeholder": 6,
    "sparse_read": 2,
    "sparse_reorder": 9,
    "sparse_retain": 4,
    "sparse_softmax": 1,
    "sparse_softmax_cross_entropy": 9,
    "sparse_softmax_cross_entropy_with_logits": 87,
    "sparse_tensor_dense_matmul": 18,
    "sparse_tensor_to_dense": 6,
    "sparse_to_dense": 25,
    "sparse_to_indicator": 6,
    "sparse_transpose": 1,
    "split": 1070,
    "sqrt": 766,
    "square": 485,
    "squared_difference": 47,
    "squeeze": 532,
    "stack": 562,
    "standard_normal": 4,
    "start": 165,
    "start_loop": 1,
    "start_queue_runners": 102,
    "stat": 16,
    "stateless_categorical": 1,
    "stateless_fold_in": 1,
    "stateless_normal": 1,
    "stateless_random_flip_left_right": 1,
    "stateless_sample_distorted_bounding_box": 1,
    "stateless_split": 1,
    "stateless_uniform": 23,
    "static_bidirectional_rnn": 2,
    "static_rnn": 11,
    "std": 125,
    "stddev": 12,
    "stft": 11,
    "stop": 34,
    "stop_gradient": 135,
    "stop_on_exception": 2,
    "string_handle": 4,
    "string_input_producer": 66,
    "string_split": 16,
    "string_to_hash_bucket": 2,
    "string_to_hash_bucket_fast": 2,
    "string_to_hash_bucket_strong": 3,
    "string_to_number": 4,
    "strip": 238,
    "subTest": 36,
    "substr": 1,
    "subtract": 77,
    "sufficient_statistics": 3,
    "sum": 969,
    "summary": 54,
    "summary_computed": 3,
    "summary_iterator": 5,
    "survival_function": 3,
    "svd": 22,
    "swapaxes": 29,
    "swish": 2,
    "switch_case": 1,
    "tables_initializer": 20,
    "take": 39,
    "take_along_axis": 4,
    "tan": 8,
    "tanh": 197,
    "tearDown": 12,
    "tearDownClass": 2,
    "tensor": 8,
    "tensor_diag": 1,
    "tensor_diag_part": 1,
    "tensor_scatter_nd_sub": 1,
    "tensor_scatter_nd_update": 4,
    "tensor_scatter_update": 1,
    "tensor_shape_from_node_def_name": 3,
    "tensordot": 48,
    "test_main": 17,
    "test_session": 1118,
    "text": 31,
    "tf_record_iterator": 23,
    "tile": 360,
    "time_and_memory": 1,
    "timestamp": 1,
    "to_dense": 15,
    "to_double": 5,
    "to_float": 297,
    "to_hash_bucket_fast": 1,
    "to_int32": 179,
    "to_int64": 41,
    "to_list": 4,
    "to_proto": 11,
    "to_string": 10,
    "to_tensor": 10,
    "top_k": 61,
    "trace": 28,
    "train": 310,
    "train_and_evaluate": 12,
    "trainable_variables": 230,
    "transpose": 742,
    "transpose_image": 3,
    "tril": 3,
    "triu": 1,
    "true_divide": 2,
    "truediv": 9,
    "truncated_normal": 326,
    "truncated_normal_initializer": 106,
    "truncatemod": 1,
    "tuple": 262,
    "uint64": 2,
    "uint8": 13,
    "unbatch": 13,
    "unicode_decode_with_offsets": 1,
    "unicode_encode": 1,
    "uniform": 288,
    "uniform_unit_scaling_initializer": 1,
    "union": 14,
    "unique": 51,
    "unique_name": 1,
    "unpack": 38,
    "unravel_index": 3,
    "unsorted_segment_max": 2,
    "unsorted_segment_mean": 1,
    "unsorted_segment_sum": 15,
    "unstack": 126,
    "unwrap": 5,
    "update": 416,
    "update_checkpoint_state": 6,
    "upper": 30,
    "validate": 12,
    "value": 51,
    "values": 235,
    "var": 62,
    "variable_axis_size_partitioner": 4,
    "variable_creator_scope": 3,
    "variable_op_scope": 14,
    "variable_scope": 1613,
    "variables": 15,
    "variables_initializer": 26,
    "variables_to_restore": 13,
    "variance": 18,
    "variance_scaling_initializer": 40,
    "vectorized_map": 6,
    "verify_tensor_all_finite": 7,
    "vlog": 16,
    "vstack": 137,
    "wait_for_stop": 4,
    "walk": 28,
    "warn": 102,
    "warning": 154,
    "watch": 35,
    "watched_variables": 1,
    "weighted_cross_entropy_with_logits": 5,
    "where": 487,
    "where_v2": 4,
    "while_loop": 42,
    "with_flat_values": 13,
    "with_options": 4,
    "with_rank": 53,
    "with_rank_at_least": 14,
    "with_rank_at_most": 18,
    "with_row_splits_dtype": 3,
    "with_values": 4,
    "wrap": 7,
    "wrap_function": 1,
    "write": 1064,
    "write_file": 1,
    "write_graph": 23,
    "write_string_to_file": 7,
    "xlogy": 1,
    "xw_plus_b": 38,
    "yuv_to_rgb": 1,
    "zero_fraction": 21,
    "zero_state": 67,
    "zeros": 1843,
    "zeros_initializer": 127,
    "zeros_like": 295,
    "zip": 1113
}